# Evaluation Results Results of the model in various experiments on different datasets. ### Human36m (duration 00:01:20) ```json { "avg_time_2d": 0.07087800987696244, "avg_time_3d": 0.00041960861723301776, "avg_fps": 14.025713917519038 } { "person_nums": { "total_frames": 600, "total_labels": 600, "total_preds": 600, "considered_empty": 0, "valid_preds": 600, "invalid_preds": 0, "missing": 0, "invalid_fraction": 0.0, "precision": 1.0, "recall": 1.0, "f1": 1.0, "non_empty": 600 }, "mpjpe": { "count": 600, "mean": 0.067044, "median": 0.059406, "std": 0.027778, "sem": 0.001135, "min": 0.043707, "max": 0.190247, "recall-0.025": 0.0, "recall-0.05": 0.033333, "recall-0.1": 0.933333, "recall-0.15": 0.95, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 600, "ap-0.025": 0.0, "ap-0.05": 0.002029, "ap-0.1": 0.893774, "ap-0.15": 0.91673, "ap-0.25": 1.0, "ap-0.5": 1.0 }, "nose": { "count": 600, "mean": 0.117677, "median": 0.101523, "std": 0.042982, "sem": 0.001756, "min": 0.046466, "max": 0.271134, "recall-0.025": 0.0, "recall-0.05": 0.003333, "recall-0.1": 0.485, "recall-0.15": 0.805, "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 600 }, "shoulder_left": { "count": 600, "mean": 0.0334, "median": 0.025798, "std": 0.032123, "sem": 0.001312, "min": 0.003037, "max": 0.181945, "recall-0.025": 0.485, "recall-0.05": 0.871667, "recall-0.1": 0.948333, "recall-0.15": 0.965, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 600 }, "shoulder_right": { "count": 600, "mean": 0.048216, "median": 0.033552, "std": 0.042119, "sem": 0.001721, "min": 0.003882, "max": 0.247362, "recall-0.025": 0.235, "recall-0.05": 0.758333, "recall-0.1": 0.901667, "recall-0.15": 0.943333, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 600 }, "elbow_left": { "count": 600, "mean": 0.042931, "median": 0.034599, "std": 0.034815, "sem": 0.001422, "min": 0.002682, "max": 0.193558, "recall-0.025": 0.271667, "recall-0.05": 0.806667, "recall-0.1": 0.943333, "recall-0.15": 0.956667, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 600 }, "elbow_right": { "count": 600, "mean": 0.043934, "median": 0.03334, "std": 0.036065, "sem": 0.001474, "min": 0.00667, "max": 0.285024, "recall-0.025": 0.245, "recall-0.05": 0.806667, "recall-0.1": 0.928333, "recall-0.15": 0.945, "recall-0.25": 0.998333, "recall-0.5": 1.0, "num_labels": 600 }, "wrist_left": { "count": 600, "mean": 0.040681, "median": 0.024264, "std": 0.042258, "sem": 0.001727, "min": 0.001517, "max": 0.18631, "recall-0.025": 0.513333, "recall-0.05": 0.746667, "recall-0.1": 0.91, "recall-0.15": 0.945, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 600 }, "wrist_right": { "count": 600, "mean": 0.043196, "median": 0.025854, "std": 0.047962, "sem": 0.00196, "min": 0.001698, "max": 0.425617, "recall-0.025": 0.471667, "recall-0.05": 0.77, "recall-0.1": 0.893333, "recall-0.15": 0.92, "recall-0.25": 0.998333, "recall-0.5": 1.0, "num_labels": 600 }, "hip_left": { "count": 600, "mean": 0.089857, "median": 0.087197, "std": 0.033035, "sem": 0.00135, "min": 0.01535, "max": 0.236764, "recall-0.025": 0.006667, "recall-0.05": 0.043333, "recall-0.1": 0.823333, "recall-0.15": 0.95, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 600 }, "hip_right": { "count": 600, "mean": 0.114649, "median": 0.115077, "std": 0.026326, "sem": 0.001076, "min": 0.046172, "max": 0.234935, "recall-0.025": 0.0, "recall-0.05": 0.001667, "recall-0.1": 0.251667, "recall-0.15": 0.946667, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 600 }, "knee_left": { "count": 600, "mean": 0.06083, "median": 0.045088, "std": 0.061419, "sem": 0.00251, "min": 0.01946, "max": 0.425374, "recall-0.025": 0.046667, "recall-0.05": 0.6, "recall-0.1": 0.92, "recall-0.15": 0.921667, "recall-0.25": 0.98, "recall-0.5": 1.0, "num_labels": 600 }, "knee_right": { "count": 600, "mean": 0.051154, "median": 0.043249, "std": 0.035226, "sem": 0.001439, "min": 0.017082, "max": 0.259899, "recall-0.025": 0.036667, "recall-0.05": 0.733333, "recall-0.1": 0.943333, "recall-0.15": 0.945, "recall-0.25": 0.998333, "recall-0.5": 1.0, "num_labels": 600 }, "ankle_left": { "count": 598, "mean": 0.098141, "median": 0.086283, "std": 0.049814, "sem": 0.002039, "min": 0.039216, "max": 0.495347, "recall-0.025": 0.0, "recall-0.05": 0.001667, "recall-0.1": 0.843333, "recall-0.15": 0.938333, "recall-0.25": 0.98, "recall-0.5": 0.996667, "num_labels": 600 }, "ankle_right": { "count": 600, "mean": 0.085402, "median": 0.068683, "std": 0.058021, "sem": 0.002371, "min": 0.032987, "max": 0.463238, "recall-0.025": 0.0, "recall-0.05": 0.016667, "recall-0.1": 0.885, "recall-0.15": 0.906667, "recall-0.25": 0.98, "recall-0.5": 1.0, "num_labels": 600 }, "joint_recalls": { "num_labels": 7800, "recall-0.025": 0.17769, "recall-0.05": 0.47333, "recall-0.1": 0.82038, "recall-0.15": 0.92962, "recall-0.25": 0.99423, "recall-0.5": 0.99974 } } { "total_parts": 8400, "correct_parts": 8089, "pcp": 0.962976 } ``` ### Shelf (duration 00:00:56) ```json { "avg_time_2d": 0.09936108867737026, "avg_time_3d": 0.0006794069231170969, "avg_fps": 9.995952079181109 } { "person_nums": { "total_frames": 301, "total_labels": 477, "total_preds": 814, "considered_empty": 0, "valid_preds": 477, "invalid_preds": 337, "missing": 0, "invalid_fraction": 0.414, "precision": 0.586, "recall": 1.0, "f1": 0.73896, "non_empty": 814 }, "mpjpe": { "count": 477, "mean": 0.048328, "median": 0.043186, "std": 0.01475, "sem": 0.000676, "min": 0.029586, "max": 0.106122, "recall-0.025": 0.0, "recall-0.05": 0.675052, "recall-0.1": 0.989518, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477, "ap-0.025": 0.0, "ap-0.05": 0.345013, "ap-0.1": 0.702867, "ap-0.15": 0.714372, "ap-0.25": 0.714372, "ap-0.5": 0.714372 }, "head": { "count": 477, "mean": 0.055213, "median": 0.049788, "std": 0.025973, "sem": 0.00119, "min": 0.006373, "max": 0.147303, "recall-0.025": 0.077568, "recall-0.05": 0.505241, "recall-0.1": 0.91195, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "shoulder_left": { "count": 477, "mean": 0.04442, "median": 0.038938, "std": 0.020658, "sem": 0.000947, "min": 0.006714, "max": 0.138512, "recall-0.025": 0.146751, "recall-0.05": 0.70021, "recall-0.1": 0.983229, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "shoulder_right": { "count": 477, "mean": 0.050591, "median": 0.045337, "std": 0.024506, "sem": 0.001123, "min": 0.00639, "max": 0.15065, "recall-0.025": 0.106918, "recall-0.05": 0.555556, "recall-0.1": 0.947589, "recall-0.15": 0.997904, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "elbow_left": { "count": 477, "mean": 0.040792, "median": 0.034056, "std": 0.025923, "sem": 0.001188, "min": 0.005533, "max": 0.152226, "recall-0.025": 0.301887, "recall-0.05": 0.746331, "recall-0.1": 0.958071, "recall-0.15": 0.997904, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "elbow_right": { "count": 477, "mean": 0.05355, "median": 0.044068, "std": 0.042016, "sem": 0.001926, "min": 0.002858, "max": 0.244706, "recall-0.025": 0.259958, "recall-0.05": 0.559748, "recall-0.1": 0.888889, "recall-0.15": 0.958071, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "wrist_left": { "count": 477, "mean": 0.061591, "median": 0.053276, "std": 0.046099, "sem": 0.002113, "min": 0.003745, "max": 0.359369, "recall-0.025": 0.12369, "recall-0.05": 0.412998, "recall-0.1": 0.914046, "recall-0.15": 0.962264, "recall-0.25": 0.981132, "recall-0.5": 1.0, "num_labels": 477 }, "wrist_right": { "count": 477, "mean": 0.058138, "median": 0.053924, "std": 0.030037, "sem": 0.001377, "min": 0.009013, "max": 0.202256, "recall-0.025": 0.109015, "recall-0.05": 0.444444, "recall-0.1": 0.897275, "recall-0.15": 0.989518, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "hip_left": { "count": 477, "mean": 0.047816, "median": 0.043075, "std": 0.026357, "sem": 0.001208, "min": 0.005757, "max": 0.140667, "recall-0.025": 0.213836, "recall-0.05": 0.620545, "recall-0.1": 0.958071, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "hip_right": { "count": 477, "mean": 0.058044, "median": 0.056365, "std": 0.025492, "sem": 0.001168, "min": 0.005189, "max": 0.136207, "recall-0.025": 0.109015, "recall-0.05": 0.415094, "recall-0.1": 0.930818, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "knee_left": { "count": 477, "mean": 0.039973, "median": 0.03745, "std": 0.024369, "sem": 0.001117, "min": 0.005407, "max": 0.195502, "recall-0.025": 0.262055, "recall-0.05": 0.765199, "recall-0.1": 0.974843, "recall-0.15": 0.989518, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "knee_right": { "count": 477, "mean": 0.039398, "median": 0.034816, "std": 0.023356, "sem": 0.001071, "min": 0.006865, "max": 0.186559, "recall-0.025": 0.29979, "recall-0.05": 0.727463, "recall-0.1": 0.979036, "recall-0.15": 0.997904, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "ankle_left": { "count": 477, "mean": 0.03731, "median": 0.03105, "std": 0.030824, "sem": 0.001413, "min": 0.001693, "max": 0.224454, "recall-0.025": 0.431866, "recall-0.05": 0.819706, "recall-0.1": 0.943396, "recall-0.15": 0.983229, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "ankle_right": { "count": 477, "mean": 0.041422, "median": 0.031787, "std": 0.038009, "sem": 0.001742, "min": 0.004747, "max": 0.298397, "recall-0.025": 0.312369, "recall-0.05": 0.792453, "recall-0.1": 0.922432, "recall-0.15": 0.966457, "recall-0.25": 0.997904, "recall-0.5": 1.0, "num_labels": 477 }, "joint_recalls": { "num_labels": 6201, "recall-0.025": 0.21109, "recall-0.05": 0.61893, "recall-0.1": 0.9384, "recall-0.15": 0.98742, "recall-0.25": 0.99823, "recall-0.5": 1.0 } } { "total_parts": 6678, "correct_parts": 6617, "pcp": 0.990866 } ``` ### Campus (duration 00:00:29) ```json { "avg_time_2d": 0.05642345491445289, "avg_time_3d": 0.00043942793360296283, "avg_fps": 17.586164294063575 } { "person_nums": { "total_frames": 222, "total_labels": 376, "total_preds": 473, "considered_empty": 0, "valid_preds": 376, "invalid_preds": 97, "missing": 0, "invalid_fraction": 0.20507, "precision": 0.79493, "recall": 1.0, "f1": 0.88575, "non_empty": 473 }, "mpjpe": { "count": 376, "mean": 0.078386, "median": 0.076036, "std": 0.018832, "sem": 0.000972, "min": 0.048683, "max": 0.158395, "recall-0.025": 0.0, "recall-0.05": 0.010638, "recall-0.1": 0.890957, "recall-0.15": 0.989362, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 376, "ap-0.025": 0.0, "ap-0.05": 0.000324, "ap-0.1": 0.774956, "ap-0.15": 0.89001, "ap-0.25": 0.898696, "ap-0.5": 0.898696 }, "head": { "count": 376, "mean": 0.059335, "median": 0.060949, "std": 0.025332, "sem": 0.001308, "min": 0.006936, "max": 0.161997, "recall-0.025": 0.098404, "recall-0.05": 0.361702, "recall-0.1": 0.954787, "recall-0.15": 0.994681, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 376 }, "shoulder_left": { "count": 376, "mean": 0.061447, "median": 0.056891, "std": 0.028318, "sem": 0.001462, "min": 0.003739, "max": 0.154143, "recall-0.025": 0.050532, "recall-0.05": 0.401596, "recall-0.1": 0.906915, "recall-0.15": 0.989362, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 376 }, "shoulder_right": { "count": 376, "mean": 0.063637, "median": 0.057984, "std": 0.026815, "sem": 0.001385, "min": 0.016753, "max": 0.185573, "recall-0.025": 0.039894, "recall-0.05": 0.367021, "recall-0.1": 0.893617, "recall-0.15": 0.992021, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 376 }, "elbow_left": { "count": 376, "mean": 0.08585, "median": 0.069926, "std": 0.047388, "sem": 0.002447, "min": 0.007605, "max": 0.205639, "recall-0.025": 0.029255, "recall-0.05": 0.265957, "recall-0.1": 0.640957, "recall-0.15": 0.861702, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 376 }, "elbow_right": { "count": 376, "mean": 0.070551, "median": 0.060437, "std": 0.035349, "sem": 0.001825, "min": 0.00548, "max": 0.237231, "recall-0.025": 0.023936, "recall-0.05": 0.324468, "recall-0.1": 0.795213, "recall-0.15": 0.973404, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 376 }, "wrist_left": { "count": 376, "mean": 0.114923, "median": 0.099655, "std": 0.06375, "sem": 0.003292, "min": 0.010314, "max": 0.431497, "recall-0.025": 0.013298, "recall-0.05": 0.095745, "recall-0.1": 0.505319, "recall-0.15": 0.74734, "recall-0.25": 0.957447, "recall-0.5": 1.0, "num_labels": 376 }, "wrist_right": { "count": 376, "mean": 0.097856, "median": 0.08983, "std": 0.042276, "sem": 0.002183, "min": 0.014228, "max": 0.309969, "recall-0.025": 0.007979, "recall-0.05": 0.095745, "recall-0.1": 0.603723, "recall-0.15": 0.87766, "recall-0.25": 0.99734, "recall-0.5": 1.0, "num_labels": 376 }, "hip_left": { "count": 376, "mean": 0.081482, "median": 0.082897, "std": 0.02958, "sem": 0.001527, "min": 0.018902, "max": 0.179367, "recall-0.025": 0.029255, "recall-0.05": 0.170213, "recall-0.1": 0.710106, "recall-0.15": 0.992021, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 376 }, "hip_right": { "count": 376, "mean": 0.087186, "median": 0.083851, "std": 0.026263, "sem": 0.001356, "min": 0.024343, "max": 0.207002, "recall-0.025": 0.00266, "recall-0.05": 0.058511, "recall-0.1": 0.75, "recall-0.15": 0.968085, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 376 }, "knee_left": { "count": 376, "mean": 0.055923, "median": 0.05234, "std": 0.027946, "sem": 0.001443, "min": 0.007197, "max": 0.228932, "recall-0.025": 0.082447, "recall-0.05": 0.465426, "recall-0.1": 0.933511, "recall-0.15": 0.989362, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 376 }, "knee_right": { "count": 376, "mean": 0.059604, "median": 0.056881, "std": 0.026175, "sem": 0.001352, "min": 0.017224, "max": 0.210945, "recall-0.025": 0.053191, "recall-0.05": 0.37234, "recall-0.1": 0.930851, "recall-0.15": 0.989362, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 376 }, "ankle_left": { "count": 372, "mean": 0.091737, "median": 0.060063, "std": 0.100196, "sem": 0.005202, "min": 0.007394, "max": 0.493162, "recall-0.025": 0.06383, "recall-0.05": 0.297872, "recall-0.1": 0.816489, "recall-0.15": 0.882979, "recall-0.25": 0.904255, "recall-0.5": 0.989362, "num_labels": 376 }, "ankle_right": { "count": 372, "mean": 0.080393, "median": 0.052772, "std": 0.090361, "sem": 0.004691, "min": 0.006244, "max": 0.496601, "recall-0.025": 0.071809, "recall-0.05": 0.470745, "recall-0.1": 0.845745, "recall-0.15": 0.901596, "recall-0.25": 0.920213, "recall-0.5": 0.989362, "num_labels": 376 }, "joint_recalls": { "num_labels": 4888, "recall-0.025": 0.04255, "recall-0.05": 0.28703, "recall-0.1": 0.78969, "recall-0.15": 0.93412, "recall-0.25": 0.98261, "recall-0.5": 0.99836 } } { "total_parts": 5264, "correct_parts": 4962, "pcp": 0.942629 } ``` ### MVOR (duration 00:02:31) ```json { "avg_time_2d": 0.05496650173513878, "avg_time_3d": 0.0004480181680164738, "avg_fps": 18.04581185125563 } { "person_nums": { "total_frames": 629, "total_labels": 1061, "total_preds": 1000, "considered_empty": 0, "valid_preds": 762, "invalid_preds": 238, "missing": 299, "invalid_fraction": 0.238, "precision": 0.762, "recall": 0.71819, "f1": 0.73945, "non_empty": 1000 }, "mpjpe": { "count": 762, "mean": 0.11579, "median": 0.095056, "std": 0.067568, "sem": 0.002449, "min": 0.040489, "max": 0.497874, "recall-0.025": 0.0, "recall-0.05": 0.005655, "recall-0.1": 0.38737, "recall-0.15": 0.591894, "recall-0.25": 0.688973, "recall-0.5": 0.71819, "num_labels": 1061, "ap-0.025": 0.0, "ap-0.05": 9.8e-05, "ap-0.1": 0.249017, "ap-0.15": 0.4902, "ap-0.25": 0.615173, "ap-0.5": 0.652927 }, "head": { "count": 761, "mean": 0.065976, "median": 0.050342, "std": 0.060116, "sem": 0.002181, "min": 0.005944, "max": 0.482489, "recall-0.025": 0.087653, "recall-0.05": 0.356268, "recall-0.1": 0.624882, "recall-0.15": 0.668238, "recall-0.25": 0.698398, "recall-0.5": 0.717248, "num_labels": 1061 }, "shoulder_left": { "count": 760, "mean": 0.064231, "median": 0.04397, "std": 0.068085, "sem": 0.002471, "min": 0.003155, "max": 0.498748, "recall-0.025": 0.155514, "recall-0.05": 0.416588, "recall-0.1": 0.606032, "recall-0.15": 0.663525, "recall-0.25": 0.694628, "recall-0.5": 0.716305, "num_labels": 1061 }, "shoulder_right": { "count": 758, "mean": 0.061267, "median": 0.040706, "std": 0.067664, "sem": 0.002459, "min": 0.001883, "max": 0.496442, "recall-0.025": 0.152686, "recall-0.05": 0.446748, "recall-0.1": 0.618285, "recall-0.15": 0.66918, "recall-0.25": 0.690858, "recall-0.5": 0.71442, "num_labels": 1061 }, "elbow_left": { "count": 747, "mean": 0.101929, "median": 0.074645, "std": 0.083031, "sem": 0.00304, "min": 0.005382, "max": 0.481769, "recall-0.025": 0.066918, "recall-0.05": 0.223374, "recall-0.1": 0.431668, "recall-0.15": 0.558907, "recall-0.25": 0.655985, "recall-0.5": 0.704053, "num_labels": 1061 }, "elbow_right": { "count": 751, "mean": 0.083546, "median": 0.057561, "std": 0.078404, "sem": 0.002863, "min": 0.003313, "max": 0.498068, "recall-0.025": 0.096136, "recall-0.05": 0.301602, "recall-0.1": 0.523091, "recall-0.15": 0.6164, "recall-0.25": 0.672008, "recall-0.5": 0.707823, "num_labels": 1061 }, "wrist_left": { "count": 753, "mean": 0.126865, "median": 0.090726, "std": 0.102454, "sem": 0.003736, "min": 0.00418, "max": 0.497384, "recall-0.025": 0.062205, "recall-0.05": 0.180961, "recall-0.1": 0.380773, "recall-0.15": 0.473139, "recall-0.25": 0.614515, "recall-0.5": 0.709708, "num_labels": 1061 }, "wrist_right": { "count": 748, "mean": 0.112318, "median": 0.076428, "std": 0.100796, "sem": 0.003688, "min": 0.006423, "max": 0.494757, "recall-0.025": 0.072573, "recall-0.05": 0.240339, "recall-0.1": 0.430726, "recall-0.15": 0.527804, "recall-0.25": 0.622055, "recall-0.5": 0.704995, "num_labels": 1061 }, "hip_left": { "count": 746, "mean": 0.189195, "median": 0.17064, "std": 0.085658, "sem": 0.003138, "min": 0.021758, "max": 0.499358, "recall-0.025": 0.000943, "recall-0.05": 0.00377, "recall-0.1": 0.066918, "recall-0.15": 0.261074, "recall-0.25": 0.575872, "recall-0.5": 0.70311, "num_labels": 1061 }, "hip_right": { "count": 741, "mean": 0.180798, "median": 0.167552, "std": 0.076766, "sem": 0.002822, "min": 0.036054, "max": 0.492444, "recall-0.025": 0.0, "recall-0.05": 0.00377, "recall-0.1": 0.069746, "recall-0.15": 0.275212, "recall-0.25": 0.588124, "recall-0.5": 0.698398, "num_labels": 1061 }, "knee_left": {}, "knee_right": {}, "ankle_left": {}, "ankle_right": {}, "joint_recalls": { "num_labels": 9549, "recall-0.025": 0.07666, "recall-0.05": 0.24065, "recall-0.1": 0.41638, "recall-0.15": 0.52341, "recall-0.25": 0.64572, "recall-0.5": 0.70803 } } { "total_parts": 10610, "correct_parts": 5846, "pcp": 0.55099 } ``` ### Panoptic (duration 00:02:28) ```json { "avg_time_2d": 0.11023792871614782, "avg_time_3d": 0.0007589270428913395, "avg_fps": 9.00926420988789 } { "person_nums": { "total_frames": 420, "total_labels": 1466, "total_preds": 1542, "considered_empty": 0, "valid_preds": 1464, "invalid_preds": 78, "missing": 2, "invalid_fraction": 0.05058, "precision": 0.94942, "recall": 0.99864, "f1": 0.9734, "non_empty": 1542 }, "mpjpe": { "count": 1464, "mean": 0.042704, "median": 0.037986, "std": 0.020188, "sem": 0.000528, "min": 0.01189, "max": 0.147865, "recall-0.025": 0.153479, "recall-0.05": 0.741473, "recall-0.1": 0.982265, "recall-0.15": 0.998636, "recall-0.25": 0.998636, "recall-0.5": 0.998636, "num_labels": 1466, "ap-0.025": 0.064044, "ap-0.05": 0.663046, "ap-0.1": 0.960955, "ap-0.15": 0.98397, "ap-0.25": 0.98397, "ap-0.5": 0.98397 }, "nose": { "count": 1462, "mean": 0.016082, "median": 0.012433, "std": 0.019002, "sem": 0.000497, "min": 0.001407, "max": 0.282177, "recall-0.025": 0.901572, "recall-0.05": 0.96514, "recall-0.1": 0.995215, "recall-0.15": 0.995899, "recall-0.25": 0.996582, "recall-0.5": 0.999316, "num_labels": 1463 }, "shoulder_left": { "count": 1464, "mean": 0.021383, "median": 0.01901, "std": 0.011213, "sem": 0.000293, "min": 0.002677, "max": 0.095793, "recall-0.025": 0.706685, "recall-0.05": 0.97749, "recall-0.1": 0.998636, "recall-0.15": 0.998636, "recall-0.25": 0.998636, "recall-0.5": 0.998636, "num_labels": 1466 }, "shoulder_right": { "count": 1463, "mean": 0.022675, "median": 0.019544, "std": 0.014416, "sem": 0.000377, "min": 0.00112, "max": 0.146597, "recall-0.025": 0.711945, "recall-0.05": 0.953584, "recall-0.1": 0.995904, "recall-0.15": 0.998635, "recall-0.25": 0.998635, "recall-0.5": 0.998635, "num_labels": 1465 }, "elbow_left": { "count": 1463, "mean": 0.026263, "median": 0.017747, "std": 0.028786, "sem": 0.000753, "min": 0.001259, "max": 0.323155, "recall-0.025": 0.704437, "recall-0.05": 0.882594, "recall-0.1": 0.979522, "recall-0.15": 0.986348, "recall-0.25": 0.996587, "recall-0.5": 0.998635, "num_labels": 1465 }, "elbow_right": { "count": 1462, "mean": 0.023413, "median": 0.01824, "std": 0.018144, "sem": 0.000475, "min": 0.001407, "max": 0.219498, "recall-0.025": 0.687628, "recall-0.05": 0.926179, "recall-0.1": 0.993848, "recall-0.15": 0.997949, "recall-0.25": 0.999316, "recall-0.5": 0.999316, "num_labels": 1463 }, "wrist_left": { "count": 1429, "mean": 0.03518, "median": 0.01696, "std": 0.05066, "sem": 0.001341, "min": 0.000713, "max": 0.397255, "recall-0.025": 0.675732, "recall-0.05": 0.824268, "recall-0.1": 0.909344, "recall-0.15": 0.95537, "recall-0.25": 0.98675, "recall-0.5": 0.996513, "num_labels": 1434 }, "wrist_right": { "count": 1456, "mean": 0.024194, "median": 0.016335, "std": 0.023586, "sem": 0.000618, "min": 0.001905, "max": 0.202973, "recall-0.025": 0.701923, "recall-0.05": 0.89217, "recall-0.1": 0.980082, "recall-0.15": 0.994505, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 1456 }, "hip_left": { "count": 1463, "mean": 0.05939, "median": 0.053492, "std": 0.029982, "sem": 0.000784, "min": 0.005563, "max": 0.17979, "recall-0.025": 0.069625, "recall-0.05": 0.423891, "recall-0.1": 0.893515, "recall-0.15": 0.969283, "recall-0.25": 0.998635, "recall-0.5": 0.998635, "num_labels": 1465 }, "hip_right": { "count": 1464, "mean": 0.058564, "median": 0.054479, "std": 0.028882, "sem": 0.000755, "min": 0.003776, "max": 0.304525, "recall-0.025": 0.05457, "recall-0.05": 0.420191, "recall-0.1": 0.914734, "recall-0.15": 0.986357, "recall-0.25": 0.997954, "recall-0.5": 0.998636, "num_labels": 1466 }, "knee_left": { "count": 1463, "mean": 0.051818, "median": 0.042757, "std": 0.042169, "sem": 0.001103, "min": 0.001938, "max": 0.3408, "recall-0.025": 0.187713, "recall-0.05": 0.63413, "recall-0.1": 0.927645, "recall-0.15": 0.967918, "recall-0.25": 0.984983, "recall-0.5": 0.998635, "num_labels": 1465 }, "knee_right": { "count": 1457, "mean": 0.048414, "median": 0.042583, "std": 0.029684, "sem": 0.000778, "min": 0.003543, "max": 0.324497, "recall-0.025": 0.213845, "recall-0.05": 0.588759, "recall-0.1": 0.938314, "recall-0.15": 0.992461, "recall-0.25": 0.996573, "recall-0.5": 0.998629, "num_labels": 1459 }, "ankle_left": { "count": 1456, "mean": 0.083238, "median": 0.037284, "std": 0.106307, "sem": 0.002787, "min": 0.002453, "max": 0.495774, "recall-0.025": 0.362953, "recall-0.05": 0.588517, "recall-0.1": 0.732057, "recall-0.15": 0.821599, "recall-0.25": 0.913876, "recall-0.5": 0.995215, "num_labels": 1463 }, "ankle_right": { "count": 1449, "mean": 0.077886, "median": 0.033398, "std": 0.103863, "sem": 0.002729, "min": 0.001061, "max": 0.4981, "recall-0.025": 0.369863, "recall-0.05": 0.684932, "recall-0.1": 0.772603, "recall-0.15": 0.813699, "recall-0.25": 0.896575, "recall-0.5": 0.992466, "num_labels": 1460 }, "joint_recalls": { "num_labels": 18990, "recall-0.025": 0.48752, "recall-0.05": 0.75055, "recall-0.1": 0.92507, "recall-0.15": 0.95956, "recall-0.25": 0.98167, "recall-0.5": 0.99768 } } { "total_parts": 20444, "correct_parts": 19980, "pcp": 0.977304 } ``` (3 cameras) ```json { "avg_time_2d": 0.0669327892908236, "avg_time_3d": 0.0005383119350526391, "avg_fps": 14.82116019793796 } { "person_nums": { "total_frames": 420, "total_labels": 1466, "total_preds": 1429, "considered_empty": 0, "valid_preds": 1412, "invalid_preds": 17, "missing": 54, "invalid_fraction": 0.0119, "precision": 0.9881, "recall": 0.96317, "f1": 0.97547, "non_empty": 1429 }, "mpjpe": { "count": 1412, "mean": 0.075792, "median": 0.065401, "std": 0.04425, "sem": 0.001178, "min": 0.020974, "max": 0.442572, "recall-0.025": 0.004775, "recall-0.05": 0.273533, "recall-0.1": 0.796044, "recall-0.15": 0.907913, "recall-0.25": 0.948158, "recall-0.5": 0.963165, "num_labels": 1466, "ap-0.025": 0.001689, "ap-0.05": 0.185397, "ap-0.1": 0.735355, "ap-0.15": 0.886829, "ap-0.25": 0.934464, "ap-0.5": 0.951885 }, "nose": { "count": 1411, "mean": 0.023942, "median": 0.018414, "std": 0.018239, "sem": 0.000486, "min": 0.001916, "max": 0.23494, "recall-0.025": 0.625427, "recall-0.05": 0.90499, "recall-0.1": 0.956254, "recall-0.15": 0.962406, "recall-0.25": 0.964457, "recall-0.5": 0.964457, "num_labels": 1463 }, "shoulder_left": { "count": 1412, "mean": 0.024262, "median": 0.02112, "std": 0.018593, "sem": 0.000495, "min": 0.002094, "max": 0.31592, "recall-0.025": 0.571623, "recall-0.05": 0.912688, "recall-0.1": 0.959072, "recall-0.15": 0.961119, "recall-0.25": 0.961119, "recall-0.5": 0.963165, "num_labels": 1466 }, "shoulder_right": { "count": 1411, "mean": 0.029836, "median": 0.024318, "std": 0.023709, "sem": 0.000631, "min": 0.00406, "max": 0.302527, "recall-0.025": 0.496928, "recall-0.05": 0.867577, "recall-0.1": 0.948123, "recall-0.15": 0.956997, "recall-0.25": 0.961092, "recall-0.5": 0.96314, "num_labels": 1465 }, "elbow_left": { "count": 1411, "mean": 0.036684, "median": 0.023627, "std": 0.036215, "sem": 0.000964, "min": 0.001498, "max": 0.359129, "recall-0.025": 0.511263, "recall-0.05": 0.759044, "recall-0.1": 0.894881, "recall-0.15": 0.946758, "recall-0.25": 0.961092, "recall-0.5": 0.96314, "num_labels": 1465 }, "elbow_right": { "count": 1411, "mean": 0.037083, "median": 0.022473, "std": 0.042933, "sem": 0.001143, "min": 0.001047, "max": 0.414541, "recall-0.025": 0.550923, "recall-0.05": 0.784005, "recall-0.1": 0.902939, "recall-0.15": 0.922078, "recall-0.25": 0.962406, "recall-0.5": 0.964457, "num_labels": 1463 }, "wrist_left": { "count": 1376, "mean": 0.057384, "median": 0.022777, "std": 0.075996, "sem": 0.002049, "min": 0.001727, "max": 0.4856, "recall-0.025": 0.505579, "recall-0.05": 0.635286, "recall-0.1": 0.799163, "recall-0.15": 0.863319, "recall-0.25": 0.929568, "recall-0.5": 0.959554, "num_labels": 1434 }, "wrist_right": { "count": 1403, "mean": 0.051906, "median": 0.027982, "std": 0.065859, "sem": 0.001759, "min": 0.0006, "max": 0.453971, "recall-0.025": 0.43956, "recall-0.05": 0.645604, "recall-0.1": 0.845467, "recall-0.15": 0.908654, "recall-0.25": 0.940934, "recall-0.5": 0.963599, "num_labels": 1456 }, "hip_left": { "count": 1410, "mean": 0.069404, "median": 0.063958, "std": 0.034045, "sem": 0.000907, "min": 0.004913, "max": 0.205973, "recall-0.025": 0.03959, "recall-0.05": 0.257338, "recall-0.1": 0.842321, "recall-0.15": 0.913993, "recall-0.25": 0.962457, "recall-0.5": 0.962457, "num_labels": 1465 }, "hip_right": { "count": 1411, "mean": 0.079895, "median": 0.071167, "std": 0.03891, "sem": 0.001036, "min": 0.010114, "max": 0.304525, "recall-0.025": 0.01296, "recall-0.05": 0.206003, "recall-0.1": 0.749659, "recall-0.15": 0.892906, "recall-0.25": 0.961119, "recall-0.5": 0.962483, "num_labels": 1466 }, "knee_left": { "count": 1392, "mean": 0.08272, "median": 0.055753, "std": 0.078906, "sem": 0.002116, "min": 0.006729, "max": 0.491598, "recall-0.025": 0.096928, "recall-0.05": 0.389078, "recall-0.1": 0.741297, "recall-0.15": 0.800683, "recall-0.25": 0.90785, "recall-0.5": 0.950171, "num_labels": 1465 }, "knee_right": { "count": 1392, "mean": 0.081912, "median": 0.056033, "std": 0.076692, "sem": 0.002056, "min": 0.005476, "max": 0.496602, "recall-0.025": 0.078821, "recall-0.05": 0.382454, "recall-0.1": 0.749143, "recall-0.15": 0.827964, "recall-0.25": 0.911583, "recall-0.5": 0.954078, "num_labels": 1459 }, "ankle_left": { "count": 1319, "mean": 0.161869, "median": 0.131406, "std": 0.140066, "sem": 0.003858, "min": 0.000769, "max": 0.49962, "recall-0.025": 0.198223, "recall-0.05": 0.293233, "recall-0.1": 0.372522, "recall-0.15": 0.498975, "recall-0.25": 0.649351, "recall-0.5": 0.901572, "num_labels": 1463 }, "ankle_right": { "count": 1311, "mean": 0.149307, "median": 0.106447, "std": 0.131489, "sem": 0.003633, "min": 0.001734, "max": 0.497141, "recall-0.025": 0.161644, "recall-0.05": 0.29589, "recall-0.1": 0.427397, "recall-0.15": 0.541096, "recall-0.25": 0.681507, "recall-0.5": 0.897945, "num_labels": 1460 }, "joint_recalls": { "num_labels": 18990, "recall-0.025": 0.32928, "recall-0.05": 0.56372, "recall-0.1": 0.78336, "recall-0.15": 0.84576, "recall-0.25": 0.9039, "recall-0.5": 0.95129 } } { "total_parts": 20444, "correct_parts": 18309, "pcp": 0.895568 } ``` (10 cameras) ```json { "avg_time_2d": 0.20779247690991656, "avg_time_3d": 0.0016487220438515268, "avg_fps": 4.774609794994247 } { "person_nums": { "total_frames": 420, "total_labels": 1466, "total_preds": 1527, "considered_empty": 0, "valid_preds": 1465, "invalid_preds": 62, "missing": 1, "invalid_fraction": 0.0406, "precision": 0.9594, "recall": 0.99932, "f1": 0.97895, "non_empty": 1527 }, "mpjpe": { "count": 1465, "mean": 0.037082, "median": 0.032321, "std": 0.017242, "sem": 0.000451, "min": 0.013848, "max": 0.136363, "recall-0.025": 0.188267, "recall-0.05": 0.851978, "recall-0.1": 0.989086, "recall-0.15": 0.999318, "recall-0.25": 0.999318, "recall-0.5": 0.999318, "num_labels": 1466, "ap-0.025": 0.087846, "ap-0.05": 0.807698, "ap-0.1": 0.975275, "ap-0.15": 0.986743, "ap-0.25": 0.986743, "ap-0.5": 0.986743 }, "nose": { "count": 1462, "mean": 0.012384, "median": 0.010912, "std": 0.007797, "sem": 0.000204, "min": 0.001275, "max": 0.124831, "recall-0.025": 0.956254, "recall-0.05": 0.993165, "recall-0.1": 0.998633, "recall-0.15": 0.999316, "recall-0.25": 0.999316, "recall-0.5": 0.999316, "num_labels": 1463 }, "shoulder_left": { "count": 1465, "mean": 0.018746, "median": 0.016641, "std": 0.009717, "sem": 0.000254, "min": 0.001103, "max": 0.11138, "recall-0.025": 0.798772, "recall-0.05": 0.991132, "recall-0.1": 0.998636, "recall-0.15": 0.999318, "recall-0.25": 0.999318, "recall-0.5": 0.999318, "num_labels": 1466 }, "shoulder_right": { "count": 1464, "mean": 0.020464, "median": 0.019186, "std": 0.008812, "sem": 0.00023, "min": 0.002013, "max": 0.087963, "recall-0.025": 0.769966, "recall-0.05": 0.990444, "recall-0.1": 0.999317, "recall-0.15": 0.999317, "recall-0.25": 0.999317, "recall-0.5": 0.999317, "num_labels": 1465 }, "elbow_left": { "count": 1464, "mean": 0.021041, "median": 0.018392, "std": 0.012619, "sem": 0.00033, "min": 0.002104, "max": 0.147682, "recall-0.025": 0.709215, "recall-0.05": 0.972696, "recall-0.1": 0.998635, "recall-0.15": 0.999317, "recall-0.25": 0.999317, "recall-0.5": 0.999317, "num_labels": 1465 }, "elbow_right": { "count": 1462, "mean": 0.019468, "median": 0.017347, "std": 0.011368, "sem": 0.000297, "min": 0.001927, "max": 0.132247, "recall-0.025": 0.805878, "recall-0.05": 0.971975, "recall-0.1": 0.997949, "recall-0.15": 0.999316, "recall-0.25": 0.999316, "recall-0.5": 0.999316, "num_labels": 1463 }, "wrist_left": { "count": 1433, "mean": 0.020901, "median": 0.015088, "std": 0.021121, "sem": 0.000558, "min": 0.001506, "max": 0.194344, "recall-0.025": 0.763598, "recall-0.05": 0.937936, "recall-0.1": 0.982566, "recall-0.15": 0.994421, "recall-0.25": 0.999303, "recall-0.5": 0.999303, "num_labels": 1434 }, "wrist_right": { "count": 1456, "mean": 0.020303, "median": 0.013717, "std": 0.020686, "sem": 0.000542, "min": 0.000284, "max": 0.212342, "recall-0.025": 0.773352, "recall-0.05": 0.934753, "recall-0.1": 0.984203, "recall-0.15": 0.997253, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 1456 }, "hip_left": { "count": 1464, "mean": 0.050265, "median": 0.048338, "std": 0.019008, "sem": 0.000497, "min": 0.008094, "max": 0.148516, "recall-0.025": 0.049147, "recall-0.05": 0.54744, "recall-0.1": 0.976109, "recall-0.15": 0.999317, "recall-0.25": 0.999317, "recall-0.5": 0.999317, "num_labels": 1465 }, "hip_right": { "count": 1465, "mean": 0.050041, "median": 0.048863, "std": 0.016842, "sem": 0.00044, "min": 0.007258, "max": 0.138747, "recall-0.025": 0.05116, "recall-0.05": 0.520464, "recall-0.1": 0.988404, "recall-0.15": 0.999318, "recall-0.25": 0.999318, "recall-0.5": 0.999318, "num_labels": 1466 }, "knee_left": { "count": 1464, "mean": 0.038353, "median": 0.032352, "std": 0.027187, "sem": 0.000711, "min": 0.002051, "max": 0.275419, "recall-0.025": 0.331058, "recall-0.05": 0.759727, "recall-0.1": 0.970648, "recall-0.15": 0.990444, "recall-0.25": 0.998635, "recall-0.5": 0.999317, "num_labels": 1465 }, "knee_right": { "count": 1458, "mean": 0.041659, "median": 0.035863, "std": 0.026298, "sem": 0.000689, "min": 0.004598, "max": 0.242773, "recall-0.025": 0.243317, "recall-0.05": 0.732008, "recall-0.1": 0.964359, "recall-0.15": 0.990404, "recall-0.25": 0.999315, "recall-0.5": 0.999315, "num_labels": 1459 }, "ankle_left": { "count": 1457, "mean": 0.085318, "median": 0.04279, "std": 0.101384, "sem": 0.002657, "min": 0.000814, "max": 0.494931, "recall-0.025": 0.347915, "recall-0.05": 0.546138, "recall-0.1": 0.712235, "recall-0.15": 0.827751, "recall-0.25": 0.917293, "recall-0.5": 0.995899, "num_labels": 1463 }, "ankle_right": { "count": 1447, "mean": 0.077143, "median": 0.042829, "std": 0.096759, "sem": 0.002545, "min": 0.001957, "max": 0.49866, "recall-0.025": 0.315068, "recall-0.05": 0.560274, "recall-0.1": 0.791781, "recall-0.15": 0.85137, "recall-0.25": 0.908904, "recall-0.5": 0.991096, "num_labels": 1460 }, "joint_recalls": { "num_labels": 18990, "recall-0.025": 0.53102, "recall-0.05": 0.80395, "recall-0.1": 0.95061, "recall-0.15": 0.97241, "recall-0.25": 0.98568, "recall-0.5": 0.99816 } } { "total_parts": 20444, "correct_parts": 20202, "pcp": 0.988163 } ``` ### IkeaAsm (duration 00:01:45) ```json { "avg_time_2d": 0.05610806143868453, "avg_time_3d": 0.00039702031149793025, "avg_fps": 17.697523285094107 } { "person_nums": { "total_frames": 479, "total_labels": 479, "total_preds": 653, "considered_empty": 0, "valid_preds": 400, "invalid_preds": 253, "missing": 79, "invalid_fraction": 0.38744, "precision": 0.61256, "recall": 0.83507, "f1": 0.70671, "non_empty": 653 }, "mpjpe": { "count": 400, "mean": 0.092813, "median": 0.072425, "std": 0.076241, "sem": 0.003817, "min": 0.018825, "max": 0.474035, "recall-0.025": 0.029228, "recall-0.05": 0.286013, "recall-0.1": 0.590814, "recall-0.15": 0.697286, "recall-0.25": 0.797495, "recall-0.5": 0.835073, "num_labels": 479, "ap-0.025": 0.001417, "ap-0.05": 0.105678, "ap-0.1": 0.401677, "ap-0.15": 0.539153, "ap-0.25": 0.673607, "ap-0.5": 0.707115 }, "head": { "count": 376, "mean": 0.040316, "median": 0.029569, "std": 0.041871, "sem": 0.002162, "min": 0.003708, "max": 0.388716, "recall-0.025": 0.320796, "recall-0.05": 0.646018, "recall-0.1": 0.79646, "recall-0.15": 0.811947, "recall-0.25": 0.823009, "recall-0.5": 0.831858, "num_labels": 452 }, "shoulder_left": { "count": 380, "mean": 0.047274, "median": 0.0364, "std": 0.044933, "sem": 0.002308, "min": 0.011784, "max": 0.419809, "recall-0.025": 0.094714, "recall-0.05": 0.623348, "recall-0.1": 0.799559, "recall-0.15": 0.814978, "recall-0.25": 0.823789, "recall-0.5": 0.837004, "num_labels": 454 }, "shoulder_right": { "count": 393, "mean": 0.037719, "median": 0.028452, "std": 0.043202, "sem": 0.002182, "min": 0.004674, "max": 0.434466, "recall-0.025": 0.280514, "recall-0.05": 0.747323, "recall-0.1": 0.815846, "recall-0.15": 0.82227, "recall-0.25": 0.826552, "recall-0.5": 0.841542, "num_labels": 467 }, "elbow_left": { "count": 366, "mean": 0.040307, "median": 0.022077, "std": 0.057584, "sem": 0.003014, "min": 0.003295, "max": 0.491679, "recall-0.025": 0.471396, "recall-0.05": 0.681922, "recall-0.1": 0.76659, "recall-0.15": 0.79405, "recall-0.25": 0.82151, "recall-0.5": 0.837529, "num_labels": 437 }, "elbow_right": { "count": 370, "mean": 0.039712, "median": 0.021287, "std": 0.062857, "sem": 0.003272, "min": 0.00252, "max": 0.483894, "recall-0.025": 0.494331, "recall-0.05": 0.696145, "recall-0.1": 0.78458, "recall-0.15": 0.800454, "recall-0.25": 0.816327, "recall-0.5": 0.839002, "num_labels": 441 }, "wrist_left": { "count": 360, "mean": 0.038211, "median": 0.022851, "std": 0.061272, "sem": 0.003234, "min": 0.002309, "max": 0.478187, "recall-0.025": 0.461009, "recall-0.05": 0.701835, "recall-0.1": 0.777523, "recall-0.15": 0.798165, "recall-0.25": 0.805046, "recall-0.5": 0.825688, "num_labels": 436 }, "wrist_right": { "count": 373, "mean": 0.035561, "median": 0.020667, "std": 0.054067, "sem": 0.002803, "min": 0.001785, "max": 0.47799, "recall-0.025": 0.493274, "recall-0.05": 0.724215, "recall-0.1": 0.789238, "recall-0.15": 0.804933, "recall-0.25": 0.82287, "recall-0.5": 0.836323, "num_labels": 446 }, "hip_left": { "count": 261, "mean": 0.111334, "median": 0.097762, "std": 0.056356, "sem": 0.003495, "min": 0.029201, "max": 0.488038, "recall-0.025": 0.0, "recall-0.05": 0.015924, "recall-0.1": 0.442675, "recall-0.15": 0.729299, "recall-0.25": 0.805732, "recall-0.5": 0.83121, "num_labels": 314 }, "hip_right": { "count": 205, "mean": 0.104323, "median": 0.090133, "std": 0.060851, "sem": 0.00426, "min": 0.030718, "max": 0.497295, "recall-0.025": 0.0, "recall-0.05": 0.030769, "recall-0.1": 0.515385, "recall-0.15": 0.707692, "recall-0.25": 0.765385, "recall-0.5": 0.788462, "num_labels": 260 }, "knee_left": { "count": 215, "mean": 0.14778, "median": 0.112225, "std": 0.104573, "sem": 0.007148, "min": 0.010824, "max": 0.491249, "recall-0.025": 0.028986, "recall-0.05": 0.101449, "recall-0.1": 0.326087, "recall-0.15": 0.503623, "recall-0.25": 0.637681, "recall-0.5": 0.778986, "num_labels": 276 }, "knee_right": { "count": 164, "mean": 0.14477, "median": 0.099527, "std": 0.116266, "sem": 0.009107, "min": 0.015332, "max": 0.497051, "recall-0.025": 0.018605, "recall-0.05": 0.130233, "recall-0.1": 0.381395, "recall-0.15": 0.525581, "recall-0.25": 0.627907, "recall-0.5": 0.762791, "num_labels": 215 }, "ankle_left": { "count": 54, "mean": 0.341155, "median": 0.378166, "std": 0.111535, "sem": 0.01532, "min": 0.064544, "max": 0.490279, "recall-0.025": 0.0, "recall-0.05": 0.0, "recall-0.1": 0.022727, "recall-0.15": 0.030303, "recall-0.25": 0.083333, "recall-0.5": 0.409091, "num_labels": 132 }, "ankle_right": { "count": 56, "mean": 0.366611, "median": 0.380989, "std": 0.099154, "sem": 0.01337, "min": 0.113098, "max": 0.494649, "recall-0.025": 0.0, "recall-0.05": 0.0, "recall-0.1": 0.0, "recall-0.15": 0.023622, "recall-0.25": 0.062992, "recall-0.5": 0.440945, "num_labels": 127 }, "joint_recalls": { "num_labels": 4457, "recall-0.025": 0.26318, "recall-0.05": 0.49809, "recall-0.1": 0.65448, "recall-0.15": 0.71618, "recall-0.25": 0.7505, "recall-0.5": 0.80054 } } { "total_parts": 4313, "correct_parts": 3237, "pcp": 0.750522 } ``` ### Tsinghua (duration 00:01:51) ```json { "avg_time_2d": 0.12212131857872009, "avg_time_3d": 0.0008241891860961914, "avg_fps": 8.133684737086208 } { "person_nums": { "total_frames": 210, "total_labels": 630, "total_preds": 631, "considered_empty": 0, "valid_preds": 630, "invalid_preds": 1, "missing": 0, "invalid_fraction": 0.00158, "precision": 0.99842, "recall": 1.0, "f1": 0.99921, "non_empty": 631 }, "mpjpe": { "count": 630, "mean": 0.056111, "median": 0.051456, "std": 0.018368, "sem": 0.000732, "min": 0.028965, "max": 0.14306, "recall-0.025": 0.0, "recall-0.05": 0.438095, "recall-0.1": 0.949206, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 630, "ap-0.025": 0.0, "ap-0.05": 0.223683, "ap-0.1": 0.928267, "ap-0.15": 0.999816, "ap-0.25": 0.999816, "ap-0.5": 0.999816 }, "head": { "count": 598, "mean": 0.040764, "median": 0.039496, "std": 0.01374, "sem": 0.000562, "min": 0.011364, "max": 0.102955, "recall-0.025": 0.125418, "recall-0.05": 0.767559, "recall-0.1": 0.998328, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 598 }, "shoulder_left": { "count": 630, "mean": 0.062839, "median": 0.060457, "std": 0.019404, "sem": 0.000774, "min": 0.018922, "max": 0.132634, "recall-0.025": 0.003175, "recall-0.05": 0.273016, "recall-0.1": 0.97619, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 630 }, "shoulder_right": { "count": 630, "mean": 0.066282, "median": 0.06401, "std": 0.019871, "sem": 0.000792, "min": 0.0267, "max": 0.146825, "recall-0.025": 0.0, "recall-0.05": 0.250794, "recall-0.1": 0.934921, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 630 }, "elbow_left": { "count": 630, "mean": 0.05237, "median": 0.049508, "std": 0.020206, "sem": 0.000806, "min": 0.010131, "max": 0.140634, "recall-0.025": 0.05873, "recall-0.05": 0.520635, "recall-0.1": 0.974603, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 630 }, "elbow_right": { "count": 629, "mean": 0.055812, "median": 0.048387, "std": 0.03206, "sem": 0.001279, "min": 0.004074, "max": 0.228126, "recall-0.025": 0.084261, "recall-0.05": 0.529412, "recall-0.1": 0.920509, "recall-0.15": 0.969793, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 629 }, "wrist_left": { "count": 630, "mean": 0.048071, "median": 0.041989, "std": 0.026751, "sem": 0.001067, "min": 0.007895, "max": 0.191578, "recall-0.025": 0.134921, "recall-0.05": 0.642857, "recall-0.1": 0.950794, "recall-0.15": 0.988889, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 630 }, "wrist_right": { "count": 625, "mean": 0.052705, "median": 0.047416, "std": 0.025887, "sem": 0.001036, "min": 0.008634, "max": 0.226556, "recall-0.025": 0.0816, "recall-0.05": 0.5456, "recall-0.1": 0.9488, "recall-0.15": 0.9952, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 625 }, "hip_left": { "count": 630, "mean": 0.057311, "median": 0.054171, "std": 0.020577, "sem": 0.00082, "min": 0.014001, "max": 0.17071, "recall-0.025": 0.025397, "recall-0.05": 0.401587, "recall-0.1": 0.960317, "recall-0.15": 0.995238, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 630 }, "hip_right": { "count": 629, "mean": 0.055245, "median": 0.050996, "std": 0.023089, "sem": 0.000921, "min": 0.004999, "max": 0.145424, "recall-0.025": 0.069952, "recall-0.05": 0.480127, "recall-0.1": 0.957075, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 629 }, "knee_left": { "count": 628, "mean": 0.045693, "median": 0.034743, "std": 0.046075, "sem": 0.00184, "min": 0.003593, "max": 0.364064, "recall-0.025": 0.291401, "recall-0.05": 0.72293, "recall-0.1": 0.941083, "recall-0.15": 0.961783, "recall-0.25": 0.984076, "recall-0.5": 1.0, "num_labels": 628 }, "knee_right": { "count": 629, "mean": 0.053711, "median": 0.036065, "std": 0.072301, "sem": 0.002885, "min": 0.002669, "max": 0.496679, "recall-0.025": 0.252782, "recall-0.05": 0.72973, "recall-0.1": 0.934817, "recall-0.15": 0.952305, "recall-0.25": 0.958665, "recall-0.5": 1.0, "num_labels": 629 }, "ankle_left": { "count": 619, "mean": 0.065864, "median": 0.050491, "std": 0.072779, "sem": 0.002928, "min": 0.012793, "max": 0.493666, "recall-0.025": 0.035541, "recall-0.05": 0.489499, "recall-0.1": 0.945073, "recall-0.15": 0.959612, "recall-0.25": 0.962843, "recall-0.5": 1.0, "num_labels": 619 }, "ankle_right": { "count": 601, "mean": 0.054043, "median": 0.047411, "std": 0.042559, "sem": 0.001737, "min": 0.011391, "max": 0.47977, "recall-0.025": 0.094855, "recall-0.05": 0.522508, "recall-0.1": 0.92926, "recall-0.15": 0.946945, "recall-0.25": 0.954984, "recall-0.5": 0.966238, "num_labels": 622 }, "joint_recalls": { "num_labels": 8129, "recall-0.025": 0.09583, "recall-0.05": 0.52737, "recall-0.1": 0.95092, "recall-0.15": 0.98155, "recall-0.25": 0.98905, "recall-0.5": 0.99742 } } { "total_parts": 8725, "correct_parts": 8585, "pcp": 0.983954 } ``` ### H3WB (default joints, duration 00:00:41) ```json { "avg_time_2d": 0.07019692094702469, "avg_time_3d": 0.0003231123874061986, "avg_fps": 14.180367658898387 } { "person_nums": { "total_frames": 200, "total_labels": 200, "total_preds": 201, "considered_empty": 0, "valid_preds": 200, "invalid_preds": 1, "missing": 0, "invalid_fraction": 0.00498, "precision": 0.99502, "recall": 1.0, "f1": 0.99751, "non_empty": 201 }, "mpjpe": { "count": 200, "mean": 0.024971, "median": 0.023763, "std": 0.008862, "sem": 0.000628, "min": 0.012001, "max": 0.074839, "recall-0.025": 0.57, "recall-0.05": 0.985, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200, "ap-0.025": 0.469072, "ap-0.05": 0.984418, "ap-0.1": 1.0, "ap-0.15": 1.0, "ap-0.25": 1.0, "ap-0.5": 1.0 }, "nose": { "count": 200, "mean": 0.043706, "median": 0.035621, "std": 0.033787, "sem": 0.002395, "min": 0.004482, "max": 0.189964, "recall-0.025": 0.37, "recall-0.05": 0.71, "recall-0.1": 0.93, "recall-0.15": 0.985, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "shoulder_left": { "count": 200, "mean": 0.019033, "median": 0.016999, "std": 0.010274, "sem": 0.000728, "min": 0.00327, "max": 0.064981, "recall-0.025": 0.77, "recall-0.05": 0.975, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "shoulder_right": { "count": 200, "mean": 0.026164, "median": 0.023125, "std": 0.012796, "sem": 0.000907, "min": 0.006157, "max": 0.075377, "recall-0.025": 0.57, "recall-0.05": 0.935, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "elbow_left": { "count": 200, "mean": 0.015216, "median": 0.011591, "std": 0.013076, "sem": 0.000927, "min": 0.001038, "max": 0.098801, "recall-0.025": 0.875, "recall-0.05": 0.98, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "elbow_right": { "count": 200, "mean": 0.020709, "median": 0.014512, "std": 0.018279, "sem": 0.001296, "min": 0.002652, "max": 0.118555, "recall-0.025": 0.735, "recall-0.05": 0.915, "recall-0.1": 0.995, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "wrist_left": { "count": 200, "mean": 0.024578, "median": 0.017257, "std": 0.02688, "sem": 0.001905, "min": 0.000802, "max": 0.261247, "recall-0.025": 0.725, "recall-0.05": 0.91, "recall-0.1": 0.975, "recall-0.15": 0.995, "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 200 }, "wrist_right": { "count": 200, "mean": 0.032118, "median": 0.023494, "std": 0.029205, "sem": 0.00207, "min": 0.001103, "max": 0.23071, "recall-0.025": 0.525, "recall-0.05": 0.83, "recall-0.1": 0.97, "recall-0.15": 0.995, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "hip_left": { "count": 200, "mean": 0.036467, "median": 0.034929, "std": 0.014313, "sem": 0.001015, "min": 0.006136, "max": 0.09849, "recall-0.025": 0.215, "recall-0.05": 0.845, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "hip_right": { "count": 200, "mean": 0.034682, "median": 0.033326, "std": 0.013764, "sem": 0.000976, "min": 0.003115, "max": 0.076881, "recall-0.025": 0.25, "recall-0.05": 0.845, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "knee_left": { "count": 200, "mean": 0.018318, "median": 0.013632, "std": 0.014531, "sem": 0.00103, "min": 0.002782, "max": 0.100895, "recall-0.025": 0.78, "recall-0.05": 0.97, "recall-0.1": 0.995, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "knee_right": { "count": 200, "mean": 0.017774, "median": 0.0126, "std": 0.021883, "sem": 0.001551, "min": 0.001628, "max": 0.248436, "recall-0.025": 0.84, "recall-0.05": 0.96, "recall-0.1": 0.99, "recall-0.15": 0.995, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "ankle_left": { "count": 200, "mean": 0.017516, "median": 0.013814, "std": 0.022897, "sem": 0.001623, "min": 0.002513, "max": 0.232845, "recall-0.025": 0.91, "recall-0.05": 0.96, "recall-0.1": 0.985, "recall-0.15": 0.99, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "ankle_right": { "count": 200, "mean": 0.018347, "median": 0.013634, "std": 0.022266, "sem": 0.001578, "min": 0.001808, "max": 0.264653, "recall-0.025": 0.835, "recall-0.05": 0.965, "recall-0.1": 0.99, "recall-0.15": 0.995, "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 200 }, "joint_recalls": { "num_labels": 2600, "recall-0.025": 0.64577, "recall-0.05": 0.90769, "recall-0.1": 0.98692, "recall-0.15": 0.99654, "recall-0.25": 0.99923, "recall-0.5": 1.0 } } { "total_parts": 2800, "correct_parts": 2797, "pcp": 0.998929 } ``` (duration 00:00:54) ```json { "avg_time_2d": 0.08644666295302542, "avg_time_3d": 0.0006727946432013261, "avg_fps": 11.478492033716602 } { "person_nums": { "total_frames": 200, "total_labels": 200, "total_preds": 200, "considered_empty": 0, "valid_preds": 200, "invalid_preds": 0, "missing": 0, "invalid_fraction": 0.0, "precision": 1.0, "recall": 1.0, "f1": 1.0, "non_empty": 200 }, "mpjpe": { "count": 200, "mean": 0.048869, "median": 0.041028, "std": 0.02694, "sem": 0.00191, "min": 0.021878, "max": 0.244768, "recall-0.025": 0.02, "recall-0.05": 0.68, "recall-0.1": 0.96, "recall-0.15": 0.985, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200, "ap-0.025": 0.004893, "ap-0.05": 0.612983, "ap-0.1": 0.95333, "ap-0.15": 0.982961, "ap-0.25": 1.0, "ap-0.5": 1.0 }, "nose": { "count": 200, "mean": 0.051588, "median": 0.04253, "std": 0.041215, "sem": 0.002922, "min": 0.004778, "max": 0.258996, "recall-0.025": 0.285, "recall-0.05": 0.61, "recall-0.1": 0.875, "recall-0.15": 0.975, "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 200 }, "eye_left": { "count": 200, "mean": 0.044718, "median": 0.034878, "std": 0.031444, "sem": 0.002229, "min": 0.005777, "max": 0.164617, "recall-0.025": 0.325, "recall-0.05": 0.675, "recall-0.1": 0.915, "recall-0.15": 0.99, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "eye_right": { "count": 200, "mean": 0.051131, "median": 0.044672, "std": 0.033522, "sem": 0.002376, "min": 0.004727, "max": 0.194151, "recall-0.025": 0.23, "recall-0.05": 0.595, "recall-0.1": 0.905, "recall-0.15": 0.99, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "ear_left": { "count": 200, "mean": 0.034799, "median": 0.026707, "std": 0.028328, "sem": 0.002008, "min": 0.004074, "max": 0.196783, "recall-0.025": 0.445, "recall-0.05": 0.82, "recall-0.1": 0.97, "recall-0.15": 0.99, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "ear_right": { "count": 200, "mean": 0.04394, "median": 0.037015, "std": 0.027701, "sem": 0.001964, "min": 0.003835, "max": 0.133839, "recall-0.025": 0.28, "recall-0.05": 0.67, "recall-0.1": 0.965, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "shoulder_left": { "count": 200, "mean": 0.020137, "median": 0.018308, "std": 0.01136, "sem": 0.000805, "min": 0.001587, "max": 0.096788, "recall-0.025": 0.74, "recall-0.05": 0.985, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "shoulder_right": { "count": 200, "mean": 0.023694, "median": 0.019472, "std": 0.014816, "sem": 0.00105, "min": 0.001051, "max": 0.091146, "recall-0.025": 0.655, "recall-0.05": 0.93, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "elbow_left": { "count": 200, "mean": 0.021653, "median": 0.0159, "std": 0.019525, "sem": 0.001384, "min": 0.001613, "max": 0.131488, "recall-0.025": 0.755, "recall-0.05": 0.95, "recall-0.1": 0.985, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "elbow_right": { "count": 200, "mean": 0.025526, "median": 0.018237, "std": 0.022042, "sem": 0.001562, "min": 0.001078, "max": 0.117042, "recall-0.025": 0.625, "recall-0.05": 0.88, "recall-0.1": 0.975, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "wrist_left": { "count": 200, "mean": 0.031578, "median": 0.020573, "std": 0.037562, "sem": 0.002663, "min": 0.003098, "max": 0.344977, "recall-0.025": 0.59, "recall-0.05": 0.855, "recall-0.1": 0.955, "recall-0.15": 0.97, "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 200 }, "wrist_right": { "count": 200, "mean": 0.043504, "median": 0.028684, "std": 0.054739, "sem": 0.00388, "min": 0.002623, "max": 0.453945, "recall-0.025": 0.455, "recall-0.05": 0.76, "recall-0.1": 0.92, "recall-0.15": 0.955, "recall-0.25": 0.99, "recall-0.5": 1.0, "num_labels": 200 }, "hip_left": { "count": 200, "mean": 0.031706, "median": 0.028115, "std": 0.015883, "sem": 0.001126, "min": 0.005344, "max": 0.087771, "recall-0.025": 0.4, "recall-0.05": 0.88, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "hip_right": { "count": 200, "mean": 0.031358, "median": 0.028853, "std": 0.015836, "sem": 0.001123, "min": 0.003002, "max": 0.076522, "recall-0.025": 0.375, "recall-0.05": 0.87, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "knee_left": { "count": 200, "mean": 0.021709, "median": 0.016517, "std": 0.024017, "sem": 0.001703, "min": 0.001677, "max": 0.221707, "recall-0.025": 0.775, "recall-0.05": 0.955, "recall-0.1": 0.98, "recall-0.15": 0.99, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "knee_right": { "count": 200, "mean": 0.025648, "median": 0.015109, "std": 0.039013, "sem": 0.002766, "min": 0.001272, "max": 0.272669, "recall-0.025": 0.745, "recall-0.05": 0.91, "recall-0.1": 0.955, "recall-0.15": 0.97, "recall-0.25": 0.99, "recall-0.5": 1.0, "num_labels": 200 }, "ankle_left": { "count": 200, "mean": 0.017168, "median": 0.011853, "std": 0.021843, "sem": 0.001548, "min": 0.000658, "max": 0.208937, "recall-0.025": 0.855, "recall-0.05": 0.955, "recall-0.1": 0.985, "recall-0.15": 0.995, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "ankle_right": { "count": 199, "mean": 0.019109, "median": 0.012413, "std": 0.033692, "sem": 0.002394, "min": 0.000333, "max": 0.424703, "recall-0.025": 0.825, "recall-0.05": 0.96, "recall-0.1": 0.98, "recall-0.15": 0.985, "recall-0.25": 0.99, "recall-0.5": 0.995, "num_labels": 200 }, "foot_toe_big_left": { "count": 200, "mean": 0.033002, "median": 0.022606, "std": 0.037939, "sem": 0.002689, "min": 0.002734, "max": 0.313976, "recall-0.025": 0.55, "recall-0.05": 0.87, "recall-0.1": 0.945, "recall-0.15": 0.975, "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 200 }, "foot_toe_small_left": { "count": 200, "mean": 0.028075, "median": 0.019116, "std": 0.036698, "sem": 0.002601, "min": 0.001688, "max": 0.38526, "recall-0.025": 0.665, "recall-0.05": 0.915, "recall-0.1": 0.96, "recall-0.15": 0.98, "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 200 }, "foot_heel_left": { "count": 199, "mean": 0.023873, "median": 0.016957, "std": 0.02169, "sem": 0.001541, "min": 0.0018, "max": 0.150759, "recall-0.025": 0.695, "recall-0.05": 0.91, "recall-0.1": 0.975, "recall-0.15": 0.99, "recall-0.25": 0.995, "recall-0.5": 0.995, "num_labels": 200 }, "foot_toe_big_right": { "count": 199, "mean": 0.032034, "median": 0.021654, "std": 0.039758, "sem": 0.002825, "min": 0.0018, "max": 0.364132, "recall-0.025": 0.59, "recall-0.05": 0.88, "recall-0.1": 0.945, "recall-0.15": 0.97, "recall-0.25": 0.99, "recall-0.5": 0.995, "num_labels": 200 }, "foot_toe_small_right": { "count": 199, "mean": 0.032658, "median": 0.023201, "std": 0.033448, "sem": 0.002377, "min": 0.001822, "max": 0.258968, "recall-0.025": 0.55, "recall-0.05": 0.84, "recall-0.1": 0.965, "recall-0.15": 0.975, "recall-0.25": 0.99, "recall-0.5": 0.995, "num_labels": 200 }, "foot_heel_right": { "count": 199, "mean": 0.026206, "median": 0.018079, "std": 0.029147, "sem": 0.002071, "min": 0.001723, "max": 0.23763, "recall-0.025": 0.68, "recall-0.05": 0.885, "recall-0.1": 0.965, "recall-0.15": 0.98, "recall-0.25": 0.995, "recall-0.5": 0.995, "num_labels": 200 }, "face_jaw_right_1": { "count": 200, "mean": 0.088479, 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